{"id":13857123,"url":"https://github.com/polyaxon/polyaxon-examples","last_synced_at":"2025-12-30T01:02:24.868Z","repository":{"id":28292402,"uuid":"117273446","full_name":"polyaxon/polyaxon-examples","owner":"polyaxon","description":"Code for tutorials and 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Apache 2](https://img.shields.io/badge/License-apache2-green.svg)](LICENSE)\n[![Slack](https://img.shields.io/badge/chat-on%20slack-aadada.svg?logo=slack\u0026longCache=true)](https://polyaxon.com/slack/)\n[![Docs](https://img.shields.io/badge/docs-stable-brightgreen.svg?style=flat)](https://polyaxon.com/docs/)\n[![GitHub](https://img.shields.io/badge/issue_tracker-github-blue?logo=github)](https://github.com/polyaxon/polyaxon/issues)\n[![GitHub](https://img.shields.io/badge/roadmap-github-blue?style=flat\u0026logo=github\u0026longCache=true)](https://github.com/orgs/polyaxon/projects/5)\n\n# polyaxon-examples\n\nCode for polyaxon tutorials and examples.\n\nThis is the code used for [latest version of Polyaxon](https://polyaxon.com/docs/intro/quick_start/)\n\n\nThis repository contains examples of using Polyaxon with all major Machine Learning and Deep Learning libraries, \nincluding fastai, torch, sklearn, chainer, caffe, keras, tensorflow, mxnet, and Jupyter notebooks.\n\nIf you don't see something you need, Don't hesitate to contact us.\n\n## Examples Structure\n\nThis repository has 2 main directories containing examples for running experiments in-cluster, i.e. scheduled and managed by a Polyaxon Deployment, \nas well as experiment running on different platforms and tracked by Polyaxon, i.e. experiments running on laptops, spark, other platforms.\n\nThe examples have a comment `# Polyaxon` to show what is added to a raw code to enable the lightweight Polyaxon integration.\n\n### Getting Started\n\nIf you are new to Polyaxon we recommend reading our [quick-start](https://polyaxon.com/docs/intro/quick-start/) guide which explains some of the core Platform capabilities.\n\n### Setup \u0026 Installation\n\nPlease check our [documentation](https://polyaxon.com/docs/) to learn about how to deploy Polyaxon.\n\nAll examples (in-cluster and on other examples running on other platforms) require our [client](https://github.com/polyaxon/polyaxon-client) to track and add instrumentation to the experiments.\n \n### in-cluster Examples\n\nIn order to run these examples, you need to deploy a Polyaxon with a scheduling component enabled.\n\n### Tracking Examples\n\nThese examples should run outside of a Polyaxon cluster.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpolyaxon%2Fpolyaxon-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpolyaxon%2Fpolyaxon-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpolyaxon%2Fpolyaxon-examples/lists"}